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CFEA: a cell-free epigenome atlas in human diseases
Epigenetic alterations, including 5-methylcytosine (5mC), 5-hydroxymethylcytosine (5hmC) and nucleosome positioning (NP), in cell-free DNA (cfDNA) have been widely observed in human diseases, and many available cfDNA-based epigenome-wide profiles exhibit high sensitivity and specificity in disease d...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6943076/ https://www.ncbi.nlm.nih.gov/pubmed/31428785 http://dx.doi.org/10.1093/nar/gkz715 |
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author | Yu, Fulong Li, Kai Li, Shuangquan Liu, Jiaqi Zhang, Yan Zhou, Meng Zhao, Hengqiang Chen, Hongyan Wu, Nan Liu, Zhihua Su, Jianzhong |
author_facet | Yu, Fulong Li, Kai Li, Shuangquan Liu, Jiaqi Zhang, Yan Zhou, Meng Zhao, Hengqiang Chen, Hongyan Wu, Nan Liu, Zhihua Su, Jianzhong |
author_sort | Yu, Fulong |
collection | PubMed |
description | Epigenetic alterations, including 5-methylcytosine (5mC), 5-hydroxymethylcytosine (5hmC) and nucleosome positioning (NP), in cell-free DNA (cfDNA) have been widely observed in human diseases, and many available cfDNA-based epigenome-wide profiles exhibit high sensitivity and specificity in disease detection and classification. However, due to the lack of efficient collection, standardized quality control, and analysis procedures, efficiently integrating and reusing these data remain considerable challenges. Here, we introduce CFEA (http://www.bio-data.cn/CFEA), a cell-free epigenome database dedicated to three types of widely adopted epigenetic modifications (5mC, 5hmC and NP) involved in 27 human diseases. We developed bioinformatic pipelines for quality control and standard data processing and an easy-to-use web interface to facilitate the query, visualization and download of these cell-free epigenome data. We also manually curated related biological and clinical information for each profile, allowing users to better browse and compare cfDNA epigenomes at a specific stage (such as early- or metastasis-stage) of cancer development. CFEA provides a comprehensive and timely resource to the scientific community and supports the development of liquid biopsy-based biomarkers for various human diseases. |
format | Online Article Text |
id | pubmed-6943076 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-69430762020-01-08 CFEA: a cell-free epigenome atlas in human diseases Yu, Fulong Li, Kai Li, Shuangquan Liu, Jiaqi Zhang, Yan Zhou, Meng Zhao, Hengqiang Chen, Hongyan Wu, Nan Liu, Zhihua Su, Jianzhong Nucleic Acids Res Database Issue Epigenetic alterations, including 5-methylcytosine (5mC), 5-hydroxymethylcytosine (5hmC) and nucleosome positioning (NP), in cell-free DNA (cfDNA) have been widely observed in human diseases, and many available cfDNA-based epigenome-wide profiles exhibit high sensitivity and specificity in disease detection and classification. However, due to the lack of efficient collection, standardized quality control, and analysis procedures, efficiently integrating and reusing these data remain considerable challenges. Here, we introduce CFEA (http://www.bio-data.cn/CFEA), a cell-free epigenome database dedicated to three types of widely adopted epigenetic modifications (5mC, 5hmC and NP) involved in 27 human diseases. We developed bioinformatic pipelines for quality control and standard data processing and an easy-to-use web interface to facilitate the query, visualization and download of these cell-free epigenome data. We also manually curated related biological and clinical information for each profile, allowing users to better browse and compare cfDNA epigenomes at a specific stage (such as early- or metastasis-stage) of cancer development. CFEA provides a comprehensive and timely resource to the scientific community and supports the development of liquid biopsy-based biomarkers for various human diseases. Oxford University Press 2020-01-08 2019-08-20 /pmc/articles/PMC6943076/ /pubmed/31428785 http://dx.doi.org/10.1093/nar/gkz715 Text en © The Author(s) 2019. Published by Oxford University Press on behalf of Nucleic Acids Research. http://creativecommons.org/licenses/by-nc/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Database Issue Yu, Fulong Li, Kai Li, Shuangquan Liu, Jiaqi Zhang, Yan Zhou, Meng Zhao, Hengqiang Chen, Hongyan Wu, Nan Liu, Zhihua Su, Jianzhong CFEA: a cell-free epigenome atlas in human diseases |
title | CFEA: a cell-free epigenome atlas in human diseases |
title_full | CFEA: a cell-free epigenome atlas in human diseases |
title_fullStr | CFEA: a cell-free epigenome atlas in human diseases |
title_full_unstemmed | CFEA: a cell-free epigenome atlas in human diseases |
title_short | CFEA: a cell-free epigenome atlas in human diseases |
title_sort | cfea: a cell-free epigenome atlas in human diseases |
topic | Database Issue |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6943076/ https://www.ncbi.nlm.nih.gov/pubmed/31428785 http://dx.doi.org/10.1093/nar/gkz715 |
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